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  1. Home
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  3. Localized Concept Erasure in Text-to-Image Diffusion Models
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Localized Concept Erasure in Text-to-Image Diffusion Models via High-Level Representation Misdirection

Fresh1d ago
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Viability
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Evidence Receipt

Freshness: 2026-04-02T02:30:40.136932+00:00

Claims: 0

References: 46

Proof: pending

Distribution: unknown

Source paper: Localized Concept Erasure in Text-to-Image Diffusion Models via High-Level Representation Misdirection

PDF: https://arxiv.org/pdf/2602.19631v1

First buyer signal: unknown

Distribution channel: unknown

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Dimensions overall score 5.0

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Prior Work
TINA: Text-Free Inversion Attack for Unlearned Text-to-Image Diffusion Models
Score 5.0stable
Higher Viability
Neighbor-Aware Localized Concept Erasure in Text-to-Image Diffusion Models
Score 7.0up
Higher Viability
Prototype-Guided Concept Erasure in Diffusion Models
Score 7.0up
Higher Viability
Z-Erase: Enabling Concept Erasure in Single-Stream Diffusion Transformers
Score 7.0up
Higher Viability
A Concept is More Than a Word: Diversified Unlearning in Text-to-Image Diffusion Models
Score 7.0up
Higher Viability
OrthoEraser: Coupled-Neuron Orthogonal Projection for Concept Erasure
Score 7.0up
Higher Viability
PROBE: Diagnosing Residual Concept Capacity in Erased Text-to-Video Diffusion Models
Score 7.0up
Higher Viability
On-the-fly Repulsion in the Contextual Space for Rich Diversity in Diffusion Transformers
Score 7.0up

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